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View Code? Open in Web Editor NEWA summary of must-read papers for Neural Question Generation (NQG)
A summary of must-read papers for Neural Question Generation (NQG)
Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss. EMNLP, 2019. paper
it should be EACL
Generating Natural Language Question-Answer Pairs from a Knowledge Graph Using a RNN Based Question Generation Model. ACL, 2017. paper
it should be EACL
Please include our paper Mixture Content Selection for Diverse Sequence Generation (EMNLP 2019).
We didn't mention question generation in the title, but we evaluated our model both in question generation (SQuAD) and abstractive summarization (CNN/DM) and improved the accuracy and diversity of existing approaches.
The paper Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus by Liu et al looks very interesting and seems to be a perfect match for your list :)
And thanks a lot for making this list public!
《Synthetic QA Corpora Generation with Roundtrip Consistency》is a nice paper,it maybe is useful to you
This repo helped me a lot.
Hi, Liangming,
I'm Jie. I found a good paper about Clarification question generation. It may be a good match for your paperlist if you're interested. :)
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